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WIRE: Wavelet Implicit Neural Representations

WIRE: Wavelet Implicit Neural Representations

5 January 2023
Vishwanath Saragadam
Daniel LeJeune
Jasper Tan
Guha Balakrishnan
Ashok Veeraraghavan
Richard G. Baraniuk
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "WIRE: Wavelet Implicit Neural Representations"

50 / 107 papers shown
Title
Towards the Spectral bias Alleviation by Normalizations in Coordinate
  Networks
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks
Zhicheng Cai
Hao Zhu
Qiu Shen
Xinran Wang
Xun Cao
114
0
0
25 Jul 2024
Implicit Regression in Subspace for High-Sensitivity CEST Imaging
Implicit Regression in Subspace for High-Sensitivity CEST Imaging
Chu Chen
Yang Liu
S. Park
Jizhou Li
Kannie W. Y. Chan
Raymond H. F. Chan
27
1
0
09 Jul 2024
Wavelet Convolutions for Large Receptive Fields
Wavelet Convolutions for Large Receptive Fields
Shahaf E. Finder
Roy Amoyal
Eran Treister
Oren Freifeld
ViTMDE
138
80
0
08 Jul 2024
Highly Accelerated MRI via Implicit Neural Representation Guided
  Posterior Sampling of Diffusion Models
Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models
Jiayue Chu
Chenhe Du
Xiyue Lin
Yuyao Zhang
Hongjiang Wei
MedImDiffM
69
2
0
03 Jul 2024
Image-GS: Content-Adaptive Image Representation via 2D Gaussians
Image-GS: Content-Adaptive Image Representation via 2D Gaussians
Yunxiang Zhang
Bingxuan Li
Alexandr Kuznetsov
Akshay Jindal
Stavros Diolatzis
Kenneth Chen
Anton Sochenov
Anton Kaplanyan
Qi Sun
3DGS
149
4
0
02 Jul 2024
Model-based learning for multi-antenna multi-frequency location-to-channel mapping
Model-based learning for multi-antenna multi-frequency location-to-channel mapping
Baptiste Chatelier
Vincent Corlay
M. Crussiére
Luc Le Magoarou
146
2
0
17 Jun 2024
HDNet: Physics-Inspired Neural Network for Flow Estimation based on
  Helmholtz Decomposition
HDNet: Physics-Inspired Neural Network for Flow Estimation based on Helmholtz Decomposition
Miao Qi
R. Idoughi
Wolfgang Heidrich
PINNMDE
45
1
0
12 Jun 2024
Conv-INR: Convolutional Implicit Neural Representation for Multimodal
  Visual Signals
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals
Zhicheng Cai
88
0
0
06 Jun 2024
Encoding Semantic Priors into the Weights of Implicit Neural
  Representation
Encoding Semantic Priors into the Weights of Implicit Neural Representation
Zhicheng Cai
Qiu Shen
91
0
0
06 Jun 2024
ReLUs Are Sufficient for Learning Implicit Neural Representations
ReLUs Are Sufficient for Learning Implicit Neural Representations
Joseph Shenouda
Yamin Zhou
Robert D. Nowak
94
6
0
04 Jun 2024
SpikeMM: Flexi-Magnification of High-Speed Micro-Motions
SpikeMM: Flexi-Magnification of High-Speed Micro-Motions
Baoyue Zhang
Yajing Zheng
Shiyan Chen
Jiyuan Zhang
Kang Chen
Zhaofei Yu
Tiejun Huang
89
0
0
01 Jun 2024
Towards a Sampling Theory for Implicit Neural Representations
Towards a Sampling Theory for Implicit Neural Representations
Mahrokh Najaf
Gregory Ongie
79
0
0
28 May 2024
Extreme Compression of Adaptive Neural Images
Extreme Compression of Adaptive Neural Images
Leo Hoshikawa
Marcos V. Conde
Takeshi Ohashi
Atsushi Irie
97
1
0
27 May 2024
Wav-KAN: Wavelet Kolmogorov-Arnold Networks
Wav-KAN: Wavelet Kolmogorov-Arnold Networks
Zavareh Bozorgasl
Hao Chen
115
116
0
21 May 2024
ASMR: Activation-sharing Multi-resolution Coordinate Networks For
  Efficient Inference
ASMR: Activation-sharing Multi-resolution Coordinate Networks For Efficient Inference
Jason Chun Lok Li
Steven Tin Sui Luo
Le Xu
Ngai Wong
73
4
0
20 May 2024
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and
  Hyperspectral Image Fusion
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
Yu-Jie Liang
Zihan Cao
Liang-Jian Deng
Xiao Wu
62
5
0
23 Apr 2024
From Activation to Initialization: Scaling Insights for Optimizing
  Neural Fields
From Activation to Initialization: Scaling Insights for Optimizing Neural Fields
Hemanth Saratchandran
Sameera Ramasinghe
Simon Lucey
AI4CE
164
2
0
28 Mar 2024
GaussianImage: 1000 FPS Image Representation and Compression by 2D
  Gaussian Splatting
GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting
Xinjie Zhang
Xingtong Ge
Tongda Xu
Dailan He
Yan Wang
Hongwei Qin
Guo Lu
Jing Geng
Jun Zhang
3DGS
91
27
0
13 Mar 2024
CINA: Conditional Implicit Neural Atlas for Spatio-Temporal
  Representation of Fetal Brains
CINA: Conditional Implicit Neural Atlas for Spatio-Temporal Representation of Fetal Brains
Maik Dannecker
V. Kyriakopoulou
Lucilio Cordero-Grande
Anthony N. Price
Joseph V. Hajnal
Daniel Rueckert
52
2
0
13 Mar 2024
DaReNeRF: Direction-aware Representation for Dynamic Scenes
DaReNeRF: Direction-aware Representation for Dynamic Scenes
Ange Lou
Benjamin Planche
Zhongpai Gao
Yamin Li
Tianyu Luan
Hao Ding
Terrence Chen
Jack H. Noble
Ziyan Wu
67
10
0
04 Mar 2024
Neural Redshift: Random Networks are not Random Functions
Neural Redshift: Random Networks are not Random Functions
Damien Teney
A. Nicolicioiu
Valentin Hartmann
Ehsan Abbasnejad
192
25
0
04 Mar 2024
Boosting Neural Representations for Videos with a Conditional Decoder
Boosting Neural Representations for Videos with a Conditional Decoder
Xinjie Zhang
Ren Yang
Dailan He
Xingtong Ge
Tongda Xu
Yan Wang
Hongwei Qin
Jun Zhang
107
17
0
28 Feb 2024
Geometry-Informed Neural Networks
Geometry-Informed Neural Networks
Arturs Berzins
Andreas Radler
Sebastian Sanokowski
Sepp Hochreiter
Johannes Brandstetter
GANAI4CE
82
4
0
21 Feb 2024
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling
Miguel Fainstein
Viviana Siless
Emmanuel Iarussi
82
5
0
14 Feb 2024
RBF-PINN: Non-Fourier Positional Embedding in Physics-Informed Neural
  Networks
RBF-PINN: Non-Fourier Positional Embedding in Physics-Informed Neural Networks
Chengxi Zeng
T. Burghardt
A. Gambaruto
AI4CE
64
4
0
13 Feb 2024
Preconditioners for the Stochastic Training of Neural Fields
Preconditioners for the Stochastic Training of Neural Fields
Shin-Fang Chng
Hemanth Saratchandran
Simon Lucey
95
0
0
13 Feb 2024
Feature Mapping in Physics-Informed Neural Networks (PINNs)
Feature Mapping in Physics-Informed Neural Networks (PINNs)
Chengxi Zeng
T. Burghardt
A. Gambaruto
99
1
0
10 Feb 2024
A Sampling Theory Perspective on Activations for Implicit Neural
  Representations
A Sampling Theory Perspective on Activations for Implicit Neural Representations
Hemanth Saratchandran
Sameera Ramasinghe
Violetta Shevchenko
Alexander Long
Simon Lucey
105
11
0
08 Feb 2024
Hybrid Neural Representations for Spherical Data
Hybrid Neural Representations for Spherical Data
Hyomin Kim
Yunhui Jang
Jaeho Lee
SungSoo Ahn
130
3
0
05 Feb 2024
Architectural Strategies for the optimization of Physics-Informed Neural
  Networks
Architectural Strategies for the optimization of Physics-Informed Neural Networks
Hemanth Saratchandran
Shin-Fang Chng
Simon Lucey
AI4CE
73
0
0
05 Feb 2024
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by
  Tracing their Contributions
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions
Namitha Padmanabhan
M. Gwilliam
Pulkit Kumar
Shishira R. Maiya
Max Ehrlich
Abhinav Shrivastava
100
2
1
18 Jan 2024
Improved Implicit Neural Representation with Fourier Reparameterized
  Training
Improved Implicit Neural Representation with Fourier Reparameterized Training
Kexuan Shi
Xingyu Zhou
Shuhang Gu
174
21
0
15 Jan 2024
TriNeRFLet: A Wavelet Based Triplane NeRF Representation
TriNeRFLet: A Wavelet Based Triplane NeRF Representation
Rajaei Khatib
Raja Giryes
68
3
0
11 Jan 2024
Boosting of Implicit Neural Representation-based Image Denoiser
Boosting of Implicit Neural Representation-based Image Denoiser
Zipei Yan
Zhengji Liu
Jizhou Li
AI4CE
37
1
0
03 Jan 2024
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation
Lokesh Veeramacheneni
Moritz Wolter
Hildegard Kuehne
Juergen Gall
EGVM
76
6
0
23 Dec 2023
ImFace++: A Sophisticated Nonlinear 3D Morphable Face Model with
  Implicit Neural Representations
ImFace++: A Sophisticated Nonlinear 3D Morphable Face Model with Implicit Neural Representations
Mingwu Zheng
Haiyu Zhang
Hongyu Yang
Liming Chen
Di Huang
3DH
100
3
0
07 Dec 2023
FINER: Flexible spectral-bias tuning in Implicit NEural Representation
  by Variable-periodic Activation Functions
FINER: Flexible spectral-bias tuning in Implicit NEural Representation by Variable-periodic Activation Functions
Zhen Liu
Hao Zhu
Qi Zhang
Jingde Fu
Weibing Deng
Zhan Ma
Yanwen Guo
Xun Cao
113
35
0
05 Dec 2023
WavePlanes: A compact Wavelet representation for Dynamic Neural Radiance
  Fields
WavePlanes: A compact Wavelet representation for Dynamic Neural Radiance Fields
Adrian Azzarelli
Nantheera Anantrasirichai
David R Bull
81
0
0
03 Dec 2023
Talking Head(?) Anime from a Single Image 4: Improved Model and Its
  Distillation
Talking Head(?) Anime from a Single Image 4: Improved Model and Its Distillation
Pramook Khungurn
82
4
0
29 Nov 2023
In Search of a Data Transformation That Accelerates Neural Field
  Training
In Search of a Data Transformation That Accelerates Neural Field Training
Junwon Seo
Sangyoon Lee
Kwang In Kim
Jaeho Lee
107
4
0
28 Nov 2023
Coordinate-based Neural Network for Fourier Phase Retrieval
Coordinate-based Neural Network for Fourier Phase Retrieval
Tingyou Li
Zixin Xu
Yong S. Chu
Xiaojing Huang
Jizhou Li
61
0
0
25 Nov 2023
Single-Shot Plug-and-Play Methods for Inverse Problems
Single-Shot Plug-and-Play Methods for Inverse Problems
Yanqi Cheng
Lipei Zhang
Zhenda Shen
Shujun Wang
Lequan Yu
Raymond H. Chan
Carola-Bibiane Schönlieb
Angelica I Aviles-Rivero
58
3
0
22 Nov 2023
TRIDENT: The Nonlinear Trilogy for Implicit Neural Representations
TRIDENT: The Nonlinear Trilogy for Implicit Neural Representations
Zhenda Shen
Yanqi Cheng
Raymond H. Chan
Pietro Lio
Carola-Bibiane Schönlieb
Angelica I Aviles-Rivero
60
3
0
21 Nov 2023
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings
Amirhossein Kazerouni
Reza Azad
Alireza Hosseini
Dorit Merhof
Ulas Bagci
AI4CE
85
21
0
28 Oct 2023
Lie Group Decompositions for Equivariant Neural Networks
Lie Group Decompositions for Equivariant Neural Networks
Mircea Mironenco
Patrick Forré
AI4CE
88
8
0
17 Oct 2023
Implicit Neural Representations and the Algebra of Complex Wavelets
Implicit Neural Representations and the Algebra of Complex Wavelets
T. Roddenberry
Vishwanath Saragadam
Maarten V. de Hoop
Richard G. Baraniuk
20
4
0
01 Oct 2023
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis
  Functions
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions
Zhaoyu Chen
Zhong Li
Liangchen Song
Lele Chen
Jingyi Yu
Junsong Yuan
Yinghao Xu
86
60
0
27 Sep 2023
RHINO: Regularizing the Hash-based Implicit Neural Representation
RHINO: Regularizing the Hash-based Implicit Neural Representation
Hao Zhu
Feng Liu
Qi Zhang
Xun Cao
Zhan Ma
65
10
0
22 Sep 2023
Implicit Neural Representation in Medical Imaging: A Comparative Survey
Implicit Neural Representation in Medical Imaging: A Comparative Survey
Amir Molaei
Amirhossein Aminimehr
A. Tavakoli
Amirhossein Kazerouni
Babak Azad
Reza Azad
Dorit Merhof
OOD
88
86
0
30 Jul 2023
Unsupervised reconstruction of accelerated cardiac cine MRI using Neural
  Fields
Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields
Tabita Catalán
Matías Courdurier
A. Osses
René M. Botnar
F. Sahli Costabal
Claudia Prieto
86
9
0
24 Jul 2023
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